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Automation Risk Analysis

Will “Molded Goods Spot Picker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Molded Goods Spot Picker” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Molded Goods Spot Picker” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Mark items with details, such as grade or acceptance-rejection status.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Analyze test data, making computations as necessary, to determine test results.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Position products, components, or parts for testing.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Collect or select samples for testing or for use as models.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Notify supervisors or other personnel of production problems.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Recommend necessary corrective actions, based on inspection results.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Compute usable amounts of items in shipments.

  • Compute defect percentages or averages, using formulas and calculators.

Technologies & Software

  • Microsoft Office software
  • Claude (Anthropic)
  • Sight Machine AI
  • Rockwell Automation AI
  • Microsoft Visio
  • Microsoft SharePoint
  • Wilcox Associates PC-DMIS Inspection Planner
  • Qwen (Alibaba)
  • SAP software
  • The MathWorks MATLAB
  • Data entry software
  • Gemini (Google)
  • Nova (Amazon)
  • Extensible markup language XML
  • Data analysis software
  • Microsoft Access
  • Database software
  • Computer-aided inspection software
  • Siemens Industrial AI
  • Microsoft Word
  • Apache Hive
  • IBM Notes
  • Atlassian JIRA
  • Minitab
  • FileMaker Pro
  • Label inspection systems
  • Medical condition coding software
  • DeepSeek
  • Verisurf Metrology
  • R
  • Cognex Vision AI
  • ChatGPT (OpenAI)
  • Autodesk AutoCAD
  • Inspection marking systems
  • Microsoft PowerPoint
  • Structured query language SQL
  • Grok (xAI)
  • Cybermetrics GAGETrak
  • Dassault Systemes CATIA
  • IBM Lotus Notes
  • Skype
  • Statistical process control SPC data collection devices
  • Computer assisted design software
  • Kimi (Moonshot AI)
  • Design of experiments DOE software
  • Coordinate measuring machine software
  • Microsoft Outlook
  • Apache Pig
  • Dassault Systemes SolidWorks
  • Mastercam Design
  • Mastercam computer-aided design and manufacturing software
  • Tolerance analysis software
  • Microsoft Excel
  • Selenium
  • ABB AI Robotics
  • Mistral (Mistral AI)
  • Llama (Meta)
  • Pulse generators
  • Pi tapes
  • Laser shearography flaw detectors
  • Digital voltmeters DVM
  • Color spectrometers
  • Viscometers
  • Backplane testers
  • Calorimetric leak testers
  • Printed circuit board PCB testers
  • Moisture meters
  • Calipers
  • Digital resistance thermometers
  • Overhead cranes
  • Hipot testers
  • Mass flow leak testers
  • Sampling oscilloscopes
  • Null-balance acceleration instruments
  • Digital resistance meters
  • Bubble leak testers
  • Environmental chambers
  • Radiographic flaw detectors
  • Verisurf 3Dgage
  • Resistivity meters
  • Creep and stress relaxation testers
  • Manufacturing defect analyzers MDA
  • Eddy current probes
  • Verisurf Master3DGage
  • Compression testers
  • Forklifts
  • Signal generators
  • Metallurgical microscopes
  • Sorting machines
  • Fatigue testers
  • Function generators
  • Plug gauges
  • Shear testers
  • Hydraulic pumps
  • Shock testers
  • Micrometers
  • Optical comparators
  • Continuity testers
  • Magnetic induction acceleration instruments
  • Ammeters
  • Utrasonic flaw detectors
  • Eddy current flaw detectors
  • Gloss meters
  • Holographic interferometers
  • Laser thickness gauges
  • Accelerometers
  • Strain gauges
  • Frequency meters
  • Pin gauges
  • Piezoelectric acceleration instruments
  • Conductivity meters
  • Impact hammers
  • Thread gauges
  • Bit error rate testers BERT
  • Multimeters
  • Vibration and shaker systems
  • Hydraulic lifts
  • Capacitive acceleration instruments
  • Resonance acceleration instruments
  • Direct current DC power testers
  • Measuring microscopes
  • Logic test systems
  • Depth gauges
  • Height gauges
  • Penetrant flaw detectors
  • Resistance meters
  • Frequency counters
  • Magnetic particle flaw detectors
  • Coordinate measuring machines CMM
  • Tensile testers
  • Force transducers
  • Ductility testers
  • Personal computers
  • Digital multimeters
  • Hardness testers
  • Optical gauges
  • In-circuit testers
  • Power meters
  • Verisurf CMM Master
  • Beta gauges
  • Linear or mixed signal equipment
  • Impact toughness testers
  • Return loss calibrator RLC passive component testers
  • Plotters
  • Industrial bench scales

Alternative Job Titles